A Data-Driven Multiscale Framework to Estimate Effective Properties of Lithium-Ion Batteries from Microstructure Images

The Bruggeman model is routinely employed to determine transport parameters in macroscale electrochemical models. Yet, it relies on both a simplified representation of the pore-scale structure and specific hypotheses on the transport dynamics at the pore scale. Furthermore, its inherent scalar natur...

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Veröffentlicht in:	Transport in porous media 2020-08, Vol.134 (1), p.173-194
Hauptverfasser:	Korneev, Svyatoslav, Arunachalam, Harikesh, Onori, Simona, Battiato, Ilenia
Format:	Artikel
Sprache:	eng
Schlagworte:	Anisotropy Civil Engineering Classical and Continuum Physics Diffusivity Earth and Environmental Science Earth Sciences Engineering Geotechnical Engineering & Applied Earth Sciences Hydrogeology Hydrology/Water Resources Industrial Chemistry/Chemical Engineering Lithium-ion batteries Parameters Periodic structures Polynomials Porosity Rechargeable batteries Storage batteries Topology Unit cell Yttria-stabilized zirconia
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